New Developments in Unsupervised Outlier Detection: Algorithms and Applications - Xiaochun Wang,Mitch Wilkes,Xiali Wang
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This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors¿ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection research and cover such topics as our present understanding of unsupervised outlier detection in general; distance-based and density-based ... Full description
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Description
More Information
| Author | Xiaochun Wang, Mitch Wilkes, Xiali Wang |
|---|---|
| Publisher | Springer Nature Singapore |
| Release year | 2020 |
| Cover type | Hardcover |
| EAN | 9789811595189 |